{"id":"W3175090231","doi":"10.1016/j.jacc.2021.04.090","title":"Lymphatic Dysregulation in Patients With Heart Failure","year":2021,"lang":"en","type":"review","venue":"Journal of the American College of Cardiology","topic":"Lymphatic System and Diseases","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; Joseph Brant Hospital; Université Laval; University of British Columbia","funders":"National Heart, Lung, and Blood Institute","keywords":"Medicine; Lymphatic system; Heart failure; Cardiology; Internal medicine; Intensive care medicine; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002842896,0.0002156657,0.004068485,0.0002701542,0.00002107228,0.000003285681,0.0001878142,0.00008551922,0.000008425362],"category_scores_gemma":[0.0003100879,0.0001099013,0.0009080048,0.0007174473,0.0002339049,0.00003581862,0.00005086798,0.00006358964,0.000001334442],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002783447,"about_ca_system_score_gemma":0.001718652,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003513013,"about_ca_topic_score_gemma":0.000001412865,"domain_scores_codex":[0.99754,0.00077622,0.0009488893,0.0001453006,0.0004274158,0.0001621768],"domain_scores_gemma":[0.9970166,0.0002999519,0.001821334,0.0003979087,0.0003718998,0.000092295],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001248345,0.0005552939,0.8182136,0.01863014,0.005824475,0.0007065582,0.00004244705,0.000203268,0.000002354261,0.000107434,0.03913286,0.1153332],"study_design_scores_gemma":[0.004728083,0.001978708,0.1730668,0.04185838,0.00704969,0.004950311,0.0003592682,0.000001614988,0.000001411113,0.00001860525,0.7656645,0.000322651],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.02194735,0.9765638,0.00001730782,0.000261938,0.0003125732,0.0006744783,0.00007105203,0.000002989046,0.0001484956],"genre_scores_gemma":[0.2044434,0.7929053,0.001088704,0.0002818993,0.000930187,0.00002753195,0.00003281478,0.000090245,0.0001999034],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7265316,"threshold_uncertainty_score":0.4481643,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01334594697933897,"score_gpt":0.2839083162378353,"score_spread":0.2705623692584963,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}